Basic service system for medical large data application

Abstract

The invention relates to a basic service system for medical large data application, which is characterized in that the system comprises a large data cloud ETL subsystem, a large data basic kernel subsystem, a medical large data analysis mining subsystem and a system running management monitoring subsystem, wherein the large data cloud ETL subsystem is responsible for extracting, cleaning and converting and loading related datum of a hospital information system; the large data basic kernel subsystem takes the advantage of technologies such as Storm stream calculation, MapReduce batch calculation, Spark, medical large data metadata and HBASE semi-structured data storage used in large data basic capacity to realize storage, calculation and analysis to medical large datum; the medical large data analysis is used to analyze the datum stored in a medical large data basic kernel platform by utilizing data exploration, mining modeling and model evaluation; and the management monitoring subsystem is responsible for providing support, monitoring, configuration and safety service for the whole medical large data application platform.

Description

technical field [0001] The invention relates to the technical field of big data, in particular to a medical big data application basic service system. Background technique [0002] In recent years, with the rapid development of the Internet, cloud computing, mobile, and the Internet of Things, ubiquitous mobile devices, RFID, and wireless sensors are generating data every minute and every second, and the Internet services of hundreds of millions of users are generating huge data all the time. The amount of data to be processed is huge, and the data has been growing at a rate of 50% per year. Business needs and competitive pressures have put forward higher requirements for the real-time and effectiveness of data processing. Traditional conventional technical means Therefore, big data technology (BigData) has become a recent technology hotspot and has attracted widespread attention. [0003] The value creation of big data is based on the core logic that in today's society, in...

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Problems solved by technology

[0012] The present invention provides a basic service system for medical big data applications, which is used to solve the current problems of large medical big data and complex data types, insufficient information collection and collection channels, and lack of high-efficiency big data analysis capabilities and security guarantees. The technical scheme that the present invention solves described problem is

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